IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i16p7505-d1728065.html
   My bibliography  Save this article

Model of the Influence of Air Pollution and Other Environmental Factors on the Real Estate Market in Warsaw in 2010–2022

Author

Listed:
  • Anna Romanowska

    (Faculty of Management, University of Business and Administration in Gdynia, 7 Kielecka St., 81-303 Gdynia, Poland)

  • Piotr Oskar Czechowski

    (Institute of Environmental Engineering of the Polish Academy of Sciences, 34 M. Skłodowskiej-Curie St., 41-819 Zabrze, Poland
    Faculty of Management and Quality Science, Gdynia Maritime University, 81-87 Morska St., 81-225 Gdynia, Poland)

  • Tomasz Owczarek

    (Faculty of Computer Science, Gdynia Maritime University, 81-87 Morska St., 81-225 Gdynia, Poland)

  • Maria Szuszkiewicz

    (Institute of Environmental Engineering of the Polish Academy of Sciences, 34 M. Skłodowskiej-Curie St., 41-819 Zabrze, Poland)

  • Aneta Oniszczuk-Jastrząbek

    (Faculty of Economics, University of Gdańsk, 80-309 Gdańsk, Poland)

  • Ernest Czermański

    (Faculty of Economics, University of Gdańsk, 80-309 Gdańsk, Poland)

Abstract

Air pollution has a significant impact on the housing market, both in terms of property prices and buyer preferences, as well as urban development. Below, we present the main aspects of this impact. These may include a decline in property values in polluted areas, a change in buyer preferences (more buyers are taking environmental factors into account when choosing a home, including air quality—both outdoor and indoor—which translates into increased demand in ‘green’ neighborhoods), the development of energy-efficient and environmentally friendly buildings, the impact on spatial planning and urban policy, health effects, and the rental market. The study showed that air pollution has a significant negative impact on housing prices in Warsaw, particularly in relation to two pollutants: nitrogen dioxide (NO 2 ) and particulate matter (PM 2.5 ). As their concentrations decreased, housing prices increased, with the highest price sensitivity observed for smaller flats on the secondary market. The analysis used GRM and OLS statistical models, which confirmed the significance of the relationship between the concentrations of these pollutants and housing prices (per m 2 ). NO 2 had a significant impact on prices in the primary market and on the largest flats in the secondary market, while PM 2.5 affected prices of smaller flats in the secondary market. No significant impact of other pollutants, meteorological factors, or their interaction on housing prices was detected. The study also showed that the primary and secondary markets differ significantly, requiring separate analyses. Attempts to combine them do not allow for the precise identification of key price-determining factors.

Suggested Citation

  • Anna Romanowska & Piotr Oskar Czechowski & Tomasz Owczarek & Maria Szuszkiewicz & Aneta Oniszczuk-Jastrząbek & Ernest Czermański, 2025. "Model of the Influence of Air Pollution and Other Environmental Factors on the Real Estate Market in Warsaw in 2010–2022," Sustainability, MDPI, vol. 17(16), pages 1-21, August.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:16:p:7505-:d:1728065
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/16/7505/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/16/7505/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cárdenas Rodríguez, Miguel & Dupont-Courtade, Laura & Oueslati, Walid, 2016. "Air pollution and urban structure linkages: Evidence from European cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1-9.
    2. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    3. Murdoch, James C. & Thayer, Mark A., 1988. "Hedonic price estimation of variable urban air quality," Journal of Environmental Economics and Management, Elsevier, vol. 15(2), pages 143-146, June.
    4. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2002. "Identifying Hedonic Models," American Economic Review, American Economic Association, vol. 92(2), pages 304-309, May.
    5. Germán M. Izón & Michael S. Hand & Daniel W. Mccollum & Jennifer A. Thacher & Robert P. Berrens, 2016. "Proximity to Natural Amenities: A Seemingly Unrelated Hedonic Regression Model with Spatial Durbin and Spatial Error Processes," Growth and Change, Wiley Blackwell, vol. 47(4), pages 461-480, December.
    6. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
    7. Phil Graves & James C. Murdoch & Mark A. Thayer & Don Waldman, 1988. "The Robustness of Hedonic Price Estimation: Urban Air Quality," Land Economics, University of Wisconsin Press, vol. 64(3), pages 220-233.
    8. Zhonghua Huang & Xuejun Du, 2022. "Does air pollution affect investor cognition and land valuation? Evidence from the Chinese land market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(2), pages 593-613, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Piotr Oskar Czechowski & Anna Romanowska & Ernest Czermański & Aneta Oniszczuk-Jastrząbek & Marzena Wanagos, 2023. "An Attempt to Determine the Relationship between Air Pollution and the Real Estate Market in 2010–2020 in Gdańsk Using GLM and GRM Statistical Models," Sustainability, MDPI, vol. 15(3), pages 1-22, January.
    2. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    3. Celia Bilbao-Terol, 2009. "Impacts of an Iron and Steel Plant on Residential Property Values," European Planning Studies, Taylor & Francis Journals, vol. 17(9), pages 1421-1436, September.
    4. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    5. Katherine Kiel, 2006. "Environmental Contamination and House Values," Working Papers 0601, College of the Holy Cross, Department of Economics.
    6. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
    7. Wang, Jianing & Lee, Chyi Lin, 2022. "The value of air quality in housing markets: A comparative study of housing sale and rental markets in China," Energy Policy, Elsevier, vol. 160(C).
    8. Runqiu Liu & Chao Yu & Canmian Liu & Jian Jiang & Jing Xu, 2018. "Impacts of Haze on Housing Prices: An Empirical Analysis Based on Data from Chengdu (China)," IJERPH, MDPI, vol. 15(6), pages 1-21, June.
    9. Myung-Jin Jun, 2018. "Quantifying Welfare Impacts of Air Pollution in Seoul: A Two-Stage Hedonic Price Approach," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 1-25, June.
    10. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    11. Fève, Frédérique & Fève, Patrick & Florens, Jean-Pierre, 2002. "Attribute Choices and Structural Econometrics of Price Elasticity of Demand," IDEI Working Papers 155, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2003.
    12. Mai, Nhat Chi, 2018. "도이모이 이후 베트남의 주거 이동, 선택, 가격 결정요인 연구: 호치민시 사례 중심으로," OSF Preprints 6kdfy, Center for Open Science.
    13. Cazals, Catherine & Feve, Frederique & Feve, Patrick & Florens, Jean-Pierre, 2005. "Simple structural econometrics of price elasticity," Economics Letters, Elsevier, vol. 86(1), pages 1-6, January.
    14. repec:asg:wpaper:1006 is not listed on IDEAS
    15. Dang, Rui, 2015. "Spillover effects of local human capital stock on adult obesity: Evidence from German neighborhoods," Ruhr Economic Papers 585, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    16. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
    17. Blume,L.E. & Durlauf,S.N., 2005. "Identifying social interactions : a review," Working papers 12, Wisconsin Madison - Social Systems.
    18. Carlo Fezzi & Ian Bateman, 2015. "The Impact of Climate Change on Agriculture: Nonlinear Effects and Aggregation Bias in Ricardian Models of Farmland Values," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 57-92.
    19. Rickard Enström & Olof Netzell, 2008. "Can Space Syntax Help Us in Understanding the Intraurban Office Rent Pattern? Accessibility and Rents in Downtown Stockholm," The Journal of Real Estate Finance and Economics, Springer, vol. 36(3), pages 289-305, April.
    20. Salvador Barrios & Juan Nicolas Ibañez Rivas, 2013. "Tourism demand, climatic conditions and transport costs: an integrated analysis for EU regions," JRC Research Reports JRC80898, Joint Research Centre.
    21. Manuel Landajo & Celia Bilbao & Amelia Bilbao, 2012. "Nonparametric neural network modeling of hedonic prices in the housing market," Empirical Economics, Springer, vol. 42(3), pages 987-1009, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:16:p:7505-:d:1728065. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.